Aman's starred repositories
python-patterns
A collection of design patterns/idioms in Python
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
awesome-python
An opinionated list of awesome Python frameworks, libraries, software and resources.
the-art-of-command-line
Master the command line, in one page
free-programming-books
:books: Freely available programming books
public-apis
A collective list of free APIs
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
AI-Expert-Roadmap
Roadmap to becoming an Artificial Intelligence Expert in 2022
developer-roadmap
Interactive roadmaps, guides and other educational content to help developers grow in their careers.
Python-programming-exercises
100+ Python challenging programming exercises
freeCodeCamp
freeCodeCamp.org's open-source codebase and curriculum. Learn to code for free.
project-based-learning
Curated list of project-based tutorials
ohmyzsh
🙃 A delightful community-driven (with 2,300+ contributors) framework for managing your zsh configuration. Includes 300+ optional plugins (rails, git, macOS, hub, docker, homebrew, node, php, python, etc), 140+ themes to spice up your morning, and an auto-update tool so that makes it easy to keep up with the latest updates from the community.
serverless
⚡ Serverless Framework – Use AWS Lambda and other managed cloud services to build apps that auto-scale, cost nothing when idle, and boast radically low maintenance.
localstack
💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline
amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
data-science-on-aws
AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker
scikit-learn
scikit-learn: machine learning in Python
tensorflow
An Open Source Machine Learning Framework for Everyone
handson-ml
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.